Papers
Communities
Events
Blog
Pricing
Search
Open menu
Home
Papers
1910.13580
Cited By
Domain Generalization via Model-Agnostic Learning of Semantic Features
29 October 2019
Qi Dou
Daniel Coelho De Castro
Konstantinos Kamnitsas
Ben Glocker
OOD
Re-assign community
ArXiv (abs)
PDF
HTML
Papers citing
"Domain Generalization via Model-Agnostic Learning of Semantic Features"
50 / 417 papers shown
Title
Back-to-Bones: Rediscovering the Role of Backbones in Domain Generalization
Simone Angarano
Mauro Martini
Francesco Salvetti
Vittorio Mazzia
Marcello Chiaberge
OOD
107
12
0
02 Sep 2022
MultiMatch: Multi-task Learning for Semi-supervised Domain Generalization
Lei Qi
Hongpeng Yang
Yinghuan Shi
Xin Geng
98
14
0
11 Aug 2022
Generalizable Medical Image Segmentation via Random Amplitude Mixup and Domain-Specific Image Restoration
Ziqi Zhou
Lei Qi
Yinghuan Shi
112
36
0
08 Aug 2022
Label-Efficient Domain Generalization via Collaborative Exploration and Generalization
Junkun Yuan
Xu Ma
Defang Chen
Kun Kuang
Leilei Gan
Lanfen Lin
82
25
0
07 Aug 2022
Adaptive Domain Generalization via Online Disagreement Minimization
Xinyu Zhang
Ying-Cong Chen
OOD
87
7
0
03 Aug 2022
Semantic Data Augmentation based Distance Metric Learning for Domain Generalization
Mengzhu Wang
Jianlong Yuan
Qi Qian
Zhibin Wang
Hao Li
176
30
0
02 Aug 2022
AADG: Automatic Augmentation for Domain Generalization on Retinal Image Segmentation
Junyan Lyu
Yiqi Zhang
Yijin Huang
Li Lin
Pujin Cheng
Xiaoying Tang
MedIm
68
47
0
27 Jul 2022
Self-Distilled Vision Transformer for Domain Generalization
M. Sultana
Muzammal Naseer
Muhammad Haris Khan
Salman Khan
Fahad Shahbaz Khan
ViT
76
31
0
25 Jul 2022
Domain Decorrelation with Potential Energy Ranking
Sen Pei
Jiaxi Sun
Richard Yi Da Xu
Shiming Xiang
Gaofeng Meng
OOD
111
4
0
25 Jul 2022
Tackling Long-Tailed Category Distribution Under Domain Shifts
Xiao Gu
Yao Guo
Zeju Li
Jianing Qiu
Qianming Dou
Yuxuan Liu
Benny Lo
Guangxu Yang
OOD
108
13
0
20 Jul 2022
Probable Domain Generalization via Quantile Risk Minimization
Cian Eastwood
Alexander Robey
Shashank Singh
Julius von Kügelgen
Hamed Hassani
George J. Pappas
Bernhard Schölkopf
OOD
121
67
0
20 Jul 2022
Generalizing to Unseen Domains with Wasserstein Distributional Robustness under Limited Source Knowledge
Junchang Wang
Liyan Xie
Yao Xie
Shao-Lun Huang
Yang Li
OOD
44
0
0
11 Jul 2022
Adaptive Fine-Grained Sketch-Based Image Retrieval
A. Bhunia
Aneeshan Sain
Parth Shah
Animesh Gupta
Pinaki Nath Chowdhury
Tao Xiang
Yi-Zhe Song
131
21
0
04 Jul 2022
Unsupervised Cross-Domain Feature Extraction for Single Blood Cell Image Classification
Raheleh Salehi
Ario Sadafi
A. Gruber
P. Lienemann
Nassir Navab
Shadi Albarqouni
Carsten Marr
58
14
0
01 Jul 2022
Online Reflective Learning for Robust Medical Image Segmentation
Yuhao Huang
Xin Yang
Xiaoqiong Huang
Jiamin Liang
Xinrui Zhou
Cheng Chen
Haoran Dou
Xindi Hu
Yan Cao
Dong Ni
OOD
33
8
0
01 Jul 2022
vMFNet: Compositionality Meets Domain-generalised Segmentation
Xiao Liu
Spyridon Thermos
Pedro Sanchez
Alison Q. OÑeil
Sotirios A. Tsaftaris
96
12
0
29 Jun 2022
Single-domain Generalization in Medical Image Segmentation via Test-time Adaptation from Shape Dictionary
Quande Liu
Cheng Chen
Qi Dou
Pheng-Ann Heng
OOD
133
37
0
29 Jun 2022
Domain Generalization via Selective Consistency Regularization for Time Series Classification
Wenyu Zhang
Mohamed Ragab
Chuan-Sheng Foo
OOD
AI4TS
116
2
0
16 Jun 2022
Pareto Invariant Risk Minimization: Towards Mitigating the Optimization Dilemma in Out-of-Distribution Generalization
Yongqiang Chen
Kaiwen Zhou
Yatao Bian
Binghui Xie
Bing Wu
...
Kaili Ma
Han Yang
P. Zhao
Bo Han
James Cheng
OOD
OODD
82
36
0
15 Jun 2022
Learning towards Synchronous Network Memorizability and Generalizability for Continual Segmentation across Multiple Sites
Jingyang Zhang
Peng Xue
Ran Gu
Yuning Gu
Mianxin Liu
Yongsheng Pan
Zhiming Cui
Jiawei Huang
Lei Ma
Dinggang Shen
CLL
82
8
0
14 Jun 2022
INDIGO: Intrinsic Multimodality for Domain Generalization
Puneet Mangla
Shivam Chandhok
Milan Aggarwal
V. Balasubramanian
Balaji Krishnamurthy
VLM
80
2
0
13 Jun 2022
MaxStyle: Adversarial Style Composition for Robust Medical Image Segmentation
Chong Chen
Zeju Li
Cheng Ouyang
Matthew Sinclair
Wenjia Bai
Daniel Rueckert
OOD
106
32
0
02 Jun 2022
FRAug: Tackling Federated Learning with Non-IID Features via Representation Augmentation
Haokun Chen
A. Frikha
Denis Krompass
Jindong Gu
Volker Tresp
OOD
95
26
0
30 May 2022
Dynamic Domain Generalization
Zhishu Sun
Zhifeng Shen
Luojun Lin
Yuanlong Yu
Zhifeng Yang
Shicai Yang
Weijie Chen
OOD
72
19
0
27 May 2022
Understanding new tasks through the lens of training data via exponential tilting
Subha Maity
Mikhail Yurochkin
Moulinath Banerjee
Yuekai Sun
104
10
0
26 May 2022
Temporal Domain Generalization with Drift-Aware Dynamic Neural Networks
Guangji Bai
Ling-Hao Chen
Liang Zhao
OOD
AI4TS
AI4CE
86
31
0
21 May 2022
Generalizing to Evolving Domains with Latent Structure-Aware Sequential Autoencoder
Tiexin Qin
Shiqi Wang
Haoliang Li
CML
BDL
50
25
0
16 May 2022
Contrastive Domain Disentanglement for Generalizable Medical Image Segmentation
Ran Gu
Jiangshan Lu
Jingyang Zhang
Wenhui Lei
Xiaofan Zhang
Guotai Wang
Shaoting Zhang
72
2
0
13 May 2022
Test-time Fourier Style Calibration for Domain Generalization
Xingchen Zhao
Chang Liu
Anthony Sicilia
Seong Jae Hwang
Yunong Fu
TTA
OOD
87
37
0
13 May 2022
SAN-Net: Learning Generalization to Unseen Sites for Stroke Lesion Segmentation with Self-Adaptive Normalization
Weiyi Yu
Zhizhong Huang
Junping Zhang
Hongming Shan
OOD
MedIm
72
27
0
09 May 2022
Localized Adversarial Domain Generalization
Wei-wei Zhu
Le Lu
Jing Xiao
Mei Han
Jiebo Luo
Adam P. Harrison
OOD
113
23
0
09 May 2022
Hospital-Agnostic Image Representation Learning in Digital Pathology
Milad Sikaroudi
Shahryar Rahnamayan
H. R. Tizhoosh
OOD
55
8
0
05 Apr 2022
Semantic-Aware Domain Generalized Segmentation
Duo Peng
Yinjie Lei
Munawar Hayat
Yulan Guo
Wen Li
92
105
0
02 Apr 2022
Causality Inspired Representation Learning for Domain Generalization
Fangrui Lv
Jian Liang
Shuang Li
Bin Zang
Chi Harold Liu
Ziteng Wang
Di Liu
CML
OOD
122
176
0
27 Mar 2022
Compound Domain Generalization via Meta-Knowledge Encoding
Chaoqi Chen
Jiongcheng Li
Xiaoguang Han
Xiaoqing Liu
Yizhou Yu
AI4CE
97
60
0
24 Mar 2022
FAMLP: A Frequency-Aware MLP-Like Architecture For Domain Generalization
Kecheng Zheng
Yang Cao
Kai Zhu
Ruijing Zhao
Zhengjun Zha
80
6
0
24 Mar 2022
Deep Frequency Filtering for Domain Generalization
Shiqi Lin
Zhizheng Zhang
Zhipeng Huang
Yan Lu
Cuiling Lan
...
Jiang Wang
Zicheng Liu
Amey Parulkar
V. Navkal
Zhibo Chen
104
51
0
23 Mar 2022
Domain Generalization by Mutual-Information Regularization with Pre-trained Models
Junbum Cha
Kyungjae Lee
Sungrae Park
Sanghyuk Chun
OOD
118
138
0
21 Mar 2022
Towards Robust Semantic Segmentation of Accident Scenes via Multi-Source Mixed Sampling and Meta-Learning
Xinyu Luo
Jiaming Zhang
Kailun Yang
Alina Roitberg
Kunyu Peng
Rainer Stiefelhagen
55
9
0
19 Mar 2022
Domain Generalisation for Object Detection under Covariate and Concept Shift
Karthik Seemakurthy
E. Aptoula
Charles Fox
Petra Bosilj
ObjD
OOD
109
10
0
10 Mar 2022
Domain Generalization using Pretrained Models without Fine-tuning
Ziyue Li
Kan Ren
Xinyang Jiang
Yue Liu
Haipeng Zhang
Dongsheng Li
VLM
94
38
0
09 Mar 2022
On Generalizing Beyond Domains in Cross-Domain Continual Learning
Christian Simon
M. Faraki
Yi-Hsuan Tsai
Xiang Yu
S. Schulter
Yumin Suh
Mehrtash Harandi
Manmohan Chandraker
FedML
OOD
CLL
68
32
0
08 Mar 2022
Continual BatchNorm Adaptation (CBNA) for Semantic Segmentation
Marvin Klingner
Mouadh Ayache
Tim Fingscheidt
54
14
0
02 Mar 2022
Learning Semantic Segmentation from Multiple Datasets with Label Shifts
Dongwan Kim
Yi-Hsuan Tsai
Yumin Suh
M. Faraki
Sparsh Garg
Manmohan Chandraker
Bohyung Han
52
21
0
28 Feb 2022
On Modality Bias Recognition and Reduction
Yangyang Guo
Liqiang Nie
Harry Cheng
Zhiyong Cheng
Mohan S. Kankanhalli
A. Bimbo
75
28
0
25 Feb 2022
Learning to Generalize across Domains on Single Test Samples
Zehao Xiao
Xiantong Zhen
Ling Shao
Cees G. M. Snoek
OOD
80
33
0
16 Feb 2022
Out-Of-Distribution Generalization on Graphs: A Survey
Haoyang Li
Xin Eric Wang
Ziwei Zhang
Wenwu Zhu
OOD
CML
125
102
0
16 Feb 2022
Improving Molecular Representation Learning with Metric Learning-enhanced Optimal Transport
Fang Wu
Nicolas Courty
Shuting Jin
Stan Z. Li
OOD
OT
90
10
0
13 Feb 2022
A Field of Experts Prior for Adapting Neural Networks at Test Time
Neerav Karani
G. Brunner
Ertunc Erdil
Simin Fei
K. Tezcan
K. Chaitanya
E. Konukoglu
OOD
57
2
0
10 Feb 2022
Gap Minimization for Knowledge Sharing and Transfer
Boyu Wang
Jorge Armando Mendez Mendez
Changjian Shui
Fan Zhou
Di Wu
Gezheng Xu
Christian Gagné
Eric Eaton
140
10
0
26 Jan 2022
Previous
1
2
3
4
5
6
7
8
9
Next